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A Bayesian regression is a very powerful statistical technique, which brings the flexibility and robustness of the Bayesian inference to the regression modeling. Bayesian regression is very different than traditional frequentist regression in that it is the only regression which includes prior knowledge and updates beliefs with incoming data, making it a fantastic tool for predictive modeling and uncertainty estima...